6  Intro to dataframes

Learning Objectives

After completing this lab you should be able to

For each of our modules we will have a project-folder with an Rproject, *.qmd-files, and sub-directories for data, scripts, and results as described in our Rproject Tutorial. You should have a directory on your Desktop or Documents folder on your laptop (name it something like bi349) as a home directory for all of our project folders this semester.

If you have not already, go ahead and download the research compendium for this module using this link, make sure the directory is unzipped and move it to your bi328 directory. You can open the Rproj for this module either by double clicking on it which will launch Rstudio or by opening Rstudio and then using File > Open Project or by clicking on the Rproject icon in the top right of your program window and selecting Open Project.

Once you have opened a project you should see the project name in the top right corner1.

  • 1 Pro tip: If you run into issues where a quarto document won’t render or file paths aren’t working (especially if things were working previously) one of your first steps should be to double check that the correct Rproj is loaded.

    • There should be a document names 06_data-frames.qmd in your project directory. Use that file to work through this tutorial - you will hand in your rendered (“knitted”) quarto file as your homework assignment. So, first thing in the YAML header, change the author to your name. You will use this quarto document to record your answers. Remember to use comments to annotate your code; at minimum you should have one comment per code set2 you may of course add as many comments as you need to be able to recall what you did]. Similarly, take notes in the document as we discuss discussion/reflection questions but make sure that you go back and clean them up for “public consumption”.

  • 2 You should do this whether you are adding code yourself or using code from our manual, even if it isn’t commented in the manual… especially when the code is already included for you, add comments to describe how the function works/what it does as we introduce it during the participatory coding session so you can refer back to it.

    • Let’s start by loading the packages we will need for this activity.

    # load libraries
library(tidyverse)
library(knitr)

    6.1 Reading data into R

    library(tidyverse) is actually loading a set of packages used for data science that share a common design philosophy, and “grammar”. One of the packages we loaded is called readr which contains functions for reading in and parsing files.

    At the end of Chapter 5 when we were exploring the usefulness of spreadsheets for data entry and management. You would have export the excel file with the catch data as *.csv (comma delimited) and as a tab-delimited text file (*.txt or *.tsv if exporting from google sheets).

    Give it a whirl

    Use ?read_delim to pull up the help page for the function we will using and explore the arguments. How do you think we read in our csv file?

    read_delim has two required arguments, the path (data/longline_catchdata.csv) which tells R where your file is located and the delimiter in this case a comma (,) tells R how columns are separated from each other.

    # read catch data
catch <- read_delim("data/longline_catchdata.csv", delim = ",")

    As we access data sets that are not as “clean” as the one we have here, you will find that some of the other arguments apart from specifying the delimiter will come in handy - but don’t worry about those for now.

    Execute the code. If you look over in your environment pane you should now see the object catch. This is your dataframe. Click on it, you should see the command View(catch) in your console and a tab catch appear in your top left pane.

    Give it a whirl

    Based on how you read in the csv file how would you read in the tab-delimited version?

    We need to change delimiter to indicate that it is tab-delimited. In this case, we would specify it as \t is “computer” for tab.

    # read catch data
catch <- read_delim("data/longline_catchdata.txt", delim = "\t")

    Another delimiter you might encounter are white space (" ") but technically it could be anything.

    When you loaded your data set you should have seem an message along the lines of parsed with column specification and information on the number of columns and their data type. What this means is that read_delim() looks through the first 1,000 rows for each column and guesses the data type - usually this works pretty well though occasionally we will have to either specify the data types manually using the col_types argument or convert the data type later on.

    Let’s use class() to figure out what type of object we are dealing with.

    class(catch)
    [1] "spec_tbl_df" "tbl_df"      "tbl"         "data.frame"

    You can see that this object actually has multiple classes attached to it. The last one in the list is data.frame which is the standard format for (rectangular) tabular data.

    Recall from our tutorial on vectors that each column in a data.frame is an atomic vector, they must all have the same length (hence, “rectangular”) and each must contain the same data type (characters, integers, …).

    The other three have the same basic properties as a data.frame along with some additional features. The tbl (pronounced tibble) was designed to be at the center of the tidyverse which means that when you use readr functions it will automatically be read in as a tibble and data.frame. If you do some exploring and/or troubleshooting on the web you will likely run into tibbles but for our intents of purposes we will use data.frame when talking about data in a rectangual, tabular shape.

    6.2 Inspecting your data.frame

    You have of course already peaked at the data when you opened it in excel to export it in a text-based format. But not infrequently, you may access data from a public database or a collaborator might share a text-based formatted data set with you and the first thing that you are going to want to do is figure out what information is contained in the data set.

    Consider this

    You know that this data set is the result from a long-lining survey and you’re now basically an expert in formatting data - what information do you expect to find in this data set? How would you expect it to be formatted if this is a ‘tidy data set’.

    Give it a whirl

    There are several functions that you can use for a preliminary inspection of your data, including figuring out what dimensions it has and what information is contained in your data set.

    Call the following functions on your object and describe what each function does, what information you can learn about your data set from executing them, and when these could be helpful.

    • dim(), nrow(), ncol()
    • str(), summary()
    • head(), tail()
    • colnames(), rownames()
    • View()

    6.3 Subsetting your dataframe

    Similar to the way we were able to subset vectors, we can do the same things with our data.frames using rows and columns as our “coordinates” in the format data_frame[row_index, column_index].

    6.3.1 Using coordinates

    So for example we can extract the first row and column from our catch object as

    catch[1, 1]
    # A tibble: 1 × 1
  Site       
  <chr>      
1 Aransas_Bay
    Give it a whirl

    How would you extract the 5th column from the third row?

    You can select multiple rows or columns by specifying them using a vector.

    catch[c(1, 20, 40), c(2, 5)]
    # A tibble: 3 × 2
  Species         PCL
  <chr>         <dbl>
1 Bagre_marinus    NA
2 Bagre_marinus    NA
3 Bagre_marinus    NA

    You can also select a set of adjacent rows (columns) using : as so

    catch[500:505, 2:5]
    # A tibble: 6 × 4
  Species       Sex   Observed_Stage   PCL
  <chr>         <chr> <chr>          <dbl>
1 Bagre_marinus U     <NA>              NA
2 Bagre_marinus U     <NA>              NA
3 Bagre_marinus U     <NA>              NA
4 Bagre_marinus U     <NA>              NA
5 Bagre_marinus U     <NA>              NA
6 Bagre_marinus U     <NA>              NA

    You can exclude indices using -

    catch[1:5, -1]
    # A tibble: 5 × 11
  Species     Sex   Observed_Stage   PCL    FL   STL Hook_Size   Set   Day Month
  <chr>       <chr> <chr>          <dbl> <dbl> <dbl>     <dbl> <dbl> <dbl> <dbl>
1 Bagre_mari… U     <NA>              NA   287   353        10     1    28     7
2 Bagre_mari… U     <NA>              NA   425   495        10     1    28     7
3 Bagre_mari… U     <NA>              NA   416   502        15     1    28     7
4 Bagre_mari… U     <NA>              NA   416   507        10     1    28     7
5 Bagre_mari… U     <NA>              NA   418   510        15     1    28     7
# ℹ 1 more variable: Year <dbl>

    You can select all columns of a given row by leaving the column index blank; for example if we want to extract the first row.

    catch[1, ]
    # A tibble: 1 × 12
  Site      Species Sex   Observed_Stage   PCL    FL   STL Hook_Size   Set   Day
  <chr>     <chr>   <chr> <chr>          <dbl> <dbl> <dbl>     <dbl> <dbl> <dbl>
1 Aransas_… Bagre_… U     <NA>              NA   287   353        10     1    28
# ℹ 2 more variables: Month <dbl>, Year <dbl>
    Give it a whirl

    How would you extract the entire 5th column?

    There are quite a few ways to do this:

    • you can use indices by number (as we have done up until this point)
    • instead of index numbers you can use the column name

    Here are two options using indices:

    catch[, 1]
    # A tibble: 2,325 × 1
   Site       
   <chr>      
 1 Aransas_Bay
 2 Aransas_Bay
 3 Aransas_Bay
 4 Aransas_Bay
 5 Aransas_Bay
 6 Aransas_Bay
 7 Aransas_Bay
 8 Aransas_Bay
 9 Aransas_Bay
10 Aransas_Bay
# ℹ 2,315 more rows
    catch[1]
    # A tibble: 2,325 × 1
   Site       
   <chr>      
 1 Aransas_Bay
 2 Aransas_Bay
 3 Aransas_Bay
 4 Aransas_Bay
 5 Aransas_Bay
 6 Aransas_Bay
 7 Aransas_Bay
 8 Aransas_Bay
 9 Aransas_Bay
10 Aransas_Bay
# ℹ 2,315 more rows

    Instead of using indices you can also call their column names directly - both of these options will return a data.frame.

    catch["Site"]
    # A tibble: 2,325 × 1
   Site       
   <chr>      
 1 Aransas_Bay
 2 Aransas_Bay
 3 Aransas_Bay
 4 Aransas_Bay
 5 Aransas_Bay
 6 Aransas_Bay
 7 Aransas_Bay
 8 Aransas_Bay
 9 Aransas_Bay
10 Aransas_Bay
# ℹ 2,315 more rows
    catch[, "Site"]
    # A tibble: 2,325 × 1
   Site       
   <chr>      
 1 Aransas_Bay
 2 Aransas_Bay
 3 Aransas_Bay
 4 Aransas_Bay
 5 Aransas_Bay
 6 Aransas_Bay
 7 Aransas_Bay
 8 Aransas_Bay
 9 Aransas_Bay
10 Aransas_Bay
# ℹ 2,315 more rows

    6.3.2 Extracting columns as vectors

    Using [] will always return a subset of your dataframe as a data frame. Occassionally, we might want to extract the column as a vector. You can do this using square brackets [[]] or $.

    catch[["Site"]]
       [1] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
   [4] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
   [7] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [10] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [13] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [16] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [19] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [22] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [25] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [28] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [31] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [34] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [37] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [40] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [43] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [46] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [49] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [52] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [55] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [58] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [61] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [64] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [67] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [70] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [73] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [76] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [79] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [82] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [85] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [88] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [91] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
  [94] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
  [97] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [100] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [103] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [106] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [109] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [112] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [115] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [118] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [121] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [124] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [127] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [130] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [133] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [136] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [139] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [142] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [145] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [148] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [151] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [154] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [157] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [160] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [163] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [166] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [169] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [172] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [175] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [178] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [181] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [184] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [187] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [190] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [193] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [196] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [199] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [202] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [205] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [208] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [211] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [214] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [217] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [220] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [223] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [226] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [229] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [232] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [235] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [238] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [241] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [244] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [247] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [250] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [253] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [256] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [259] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [262] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [265] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [268] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [271] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [274] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [277] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [280] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [283] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [286] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [289] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [292] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [295] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [298] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [301] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [304] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [307] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [310] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [313] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [316] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [319] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [322] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [325] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [328] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [331] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [334] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [337] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [340] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [343] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [346] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [349] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [352] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [355] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [358] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [361] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [364] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [367] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [370] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [373] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [376] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [379] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [382] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [385] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [388] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [391] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [394] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [397] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [400] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [403] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [406] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [409] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [412] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [415] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [418] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [421] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [424] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [427] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [430] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [433] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [436] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [439] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [442] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [445] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [448] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [451] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [454] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [457] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [460] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [463] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [466] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [469] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [472] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [475] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [478] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [481] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [484] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [487] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [490] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [493] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [496] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [499] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [502] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [505] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [508] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [511] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [514] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [517] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [520] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [523] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [526] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [529] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [532] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [535] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [538] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
 [541] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [544] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [547] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [550] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [553] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [556] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [559] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [562] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [565] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [568] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [571] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [574] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [577] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [580] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [583] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [586] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [589] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [592] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [595] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [598] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [601] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [604] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [607] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [610] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [613] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [616] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [619] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [622] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [625] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [628] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [631] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [634] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [637] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [640] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [643] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [646] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [649] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [652] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [655] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [658] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [661] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [664] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [667] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [670] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [673] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [676] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [679] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [682] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [685] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [688] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [691] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [694] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [697] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [700] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [703] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [706] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [709] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [712] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [715] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [718] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [721] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [724] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [727] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [730] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [733] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [736] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [739] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [742] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [745] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [748] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [751] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [754] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [757] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [760] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [763] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [766] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [769] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [772] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [775] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
 [778] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [781] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [784] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [787] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [790] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [793] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [796] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [799] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [802] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [805] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [808] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [811] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [814] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [817] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [820] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [823] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
 [826] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [829] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [832] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
 [835] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [838] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [841] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [844] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [847] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [850] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [853] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [856] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [859] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [862] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [865] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [868] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [871] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [874] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [877] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [880] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [883] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [886] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [889] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [892] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
 [895] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [898] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [901] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [904] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [907] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [910] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [913] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [916] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [919] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [922] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [925] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [928] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [931] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [934] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [937] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [940] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [943] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [946] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [949] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [952] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [955] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [958] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [961] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [964] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [967] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [970] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [973] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [976] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
 [979] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [982] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [985] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [988] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [991] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [994] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [997] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1000] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1003] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1006] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1009] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1012] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1015] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1018] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1021] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1024] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1027] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1030] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1033] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1036] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1039] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1042] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1045] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1048] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1051] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1054] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1057] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1060] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1063] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1066] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1069] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1072] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1075] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1078] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1081] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1084] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1087] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1090] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1093] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1096] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1099] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1102] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1105] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1108] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1111] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1114] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1117] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1120] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1123] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1126] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1129] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1132] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1135] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1138] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1141] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1144] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1147] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1150] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1153] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1156] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1159] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1162] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1165] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1168] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1171] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1174] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1177] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1180] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1183] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1186] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1189] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1192] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1195] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1198] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1201] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1204] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1207] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1210] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1213] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1216] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1219] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1222] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1225] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1228] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1231] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1234] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1237] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1240] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1243] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1246] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1249] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1252] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1255] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1258] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1261] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1264] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1267] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1270] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1273] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1276] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1279] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1282] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1285] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1288] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1291] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1294] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1297] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1300] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1303] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1306] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1309] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1312] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1315] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1318] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1321] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1324] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1327] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1330] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1333] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1336] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1339] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1342] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1345] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1348] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1351] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1354] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1357] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
[1360] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1363] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1366] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1369] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1372] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1375] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[1378] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1381] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1384] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1387] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1390] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1393] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1396] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1399] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1402] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1405] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1408] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1411] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1414] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1417] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1420] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1423] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1426] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1429] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1432] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1435] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1438] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1441] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1444] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1447] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1450] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1453] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1456] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1459] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1462] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1465] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1468] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1471] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1474] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1477] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1480] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1483] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1486] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1489] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1492] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1495] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1498] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1501] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1504] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1507] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1510] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1513] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1516] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1519] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1522] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1525] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1528] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1531] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1534] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1537] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1540] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1543] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1546] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1549] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1552] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1555] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1558] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1561] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1564] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[1567] "Redfish_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1570] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1573] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1576] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1579] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1582] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1585] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1588] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1591] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1594] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1597] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1600] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1603] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1606] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1609] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[1612] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1615] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1618] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1621] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1624] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1627] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1630] "Redfish_Bay"        "Corpus_Christi_Bay" "Aransas_Bay"       
[1633] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[1636] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[1639] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1642] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1645] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1648] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1651] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1654] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1657] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1660] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1663] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1666] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1669] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1672] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1675] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1678] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1681] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1684] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1687] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1690] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1693] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1696] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1699] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1702] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1705] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1708] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1711] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1714] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1717] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1720] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1723] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1726] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1729] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1732] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1735] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1738] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1741] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1744] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1747] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1750] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1753] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1756] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1759] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1762] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1765] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1768] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1771] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1774] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[1777] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1780] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1783] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1786] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1789] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1792] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1795] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1798] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1801] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1804] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1807] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1810] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1813] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1816] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1819] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1822] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1825] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1828] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1831] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1834] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1837] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1840] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1843] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1846] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1849] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1852] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1855] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1858] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1861] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1864] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1867] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1870] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1873] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1876] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1879] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1882] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1885] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1888] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1891] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1894] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1897] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1900] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1903] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1906] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1909] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1912] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1915] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1918] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1921] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1924] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1927] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1930] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1933] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1936] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1939] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1942] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1945] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1948] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1951] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1954] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1957] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1960] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1963] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1966] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1969] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1972] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[1975] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1978] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1981] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1984] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1987] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1990] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1993] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1996] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1999] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2002] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2005] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2008] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2011] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2014] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2017] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2020] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2023] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2026] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2029] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2032] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[2035] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2038] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2041] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2044] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2047] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2050] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2053] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2056] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2059] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2062] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2065] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
[2068] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2071] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[2074] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2077] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2080] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2083] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2086] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2089] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2092] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2095] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2098] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2101] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2104] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2107] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2110] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2113] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2116] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2119] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[2122] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2125] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2128] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2131] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[2134] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2137] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2140] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[2143] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2146] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2149] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2152] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[2155] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2158] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2161] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2164] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2167] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2170] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2173] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2176] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2179] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2182] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2185] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[2188] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2191] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2194] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2197] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2200] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2203] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2206] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2209] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2212] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2215] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2218] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2221] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2224] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2227] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[2230] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2233] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2236] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2239] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2242] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2245] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2248] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2251] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2254] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2257] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2260] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2263] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2266] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2269] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2272] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2275] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2278] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[2281] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2284] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2287] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2290] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2293] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
[2296] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2299] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2302] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2305] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2308] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2311] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[2314] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[2317] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2320] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2323] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    catch$Site
       [1] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
   [4] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
   [7] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [10] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [13] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [16] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [19] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [22] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [25] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [28] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [31] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [34] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [37] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
  [40] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [43] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [46] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [49] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [52] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [55] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [58] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [61] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [64] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [67] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [70] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [73] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [76] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [79] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [82] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [85] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [88] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
  [91] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
  [94] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
  [97] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [100] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [103] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [106] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [109] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [112] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [115] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [118] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [121] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [124] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [127] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [130] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [133] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [136] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [139] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [142] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [145] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [148] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [151] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [154] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [157] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [160] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [163] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [166] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [169] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [172] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [175] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [178] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [181] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [184] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [187] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [190] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [193] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [196] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [199] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [202] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [205] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [208] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [211] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [214] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [217] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [220] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [223] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [226] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [229] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [232] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [235] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [238] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [241] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [244] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [247] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [250] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [253] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [256] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [259] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [262] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [265] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [268] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [271] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [274] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [277] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [280] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [283] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [286] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [289] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [292] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [295] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [298] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [301] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [304] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [307] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [310] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [313] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [316] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [319] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [322] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [325] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [328] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [331] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [334] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [337] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [340] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [343] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [346] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [349] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [352] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [355] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [358] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [361] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [364] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [367] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [370] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [373] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [376] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [379] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [382] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [385] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [388] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [391] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [394] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [397] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [400] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [403] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [406] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [409] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [412] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [415] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [418] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [421] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [424] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [427] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [430] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [433] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [436] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [439] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [442] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [445] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [448] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [451] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [454] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [457] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [460] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [463] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [466] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [469] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [472] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [475] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [478] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [481] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [484] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [487] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [490] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [493] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [496] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [499] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [502] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [505] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [508] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [511] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [514] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [517] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [520] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [523] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [526] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [529] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [532] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [535] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [538] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
 [541] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [544] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [547] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [550] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [553] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [556] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [559] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [562] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [565] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [568] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [571] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [574] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [577] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [580] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [583] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [586] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [589] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [592] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [595] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [598] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [601] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [604] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [607] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [610] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [613] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [616] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [619] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [622] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [625] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [628] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [631] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [634] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [637] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [640] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [643] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [646] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [649] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [652] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [655] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [658] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [661] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [664] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [667] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [670] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [673] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [676] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [679] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [682] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [685] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [688] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [691] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [694] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [697] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [700] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [703] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [706] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [709] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [712] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [715] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [718] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [721] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [724] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [727] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [730] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [733] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [736] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [739] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [742] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [745] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [748] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [751] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [754] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [757] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [760] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [763] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [766] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [769] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [772] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [775] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
 [778] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [781] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [784] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [787] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [790] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [793] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [796] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [799] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [802] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [805] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [808] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
 [811] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [814] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [817] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [820] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [823] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
 [826] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [829] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [832] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
 [835] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [838] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [841] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [844] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [847] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [850] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [853] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [856] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [859] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [862] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [865] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [868] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [871] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [874] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [877] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [880] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [883] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [886] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [889] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [892] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
 [895] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [898] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [901] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [904] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [907] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [910] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [913] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [916] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [919] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [922] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [925] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [928] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [931] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [934] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [937] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [940] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [943] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [946] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [949] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
 [952] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [955] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [958] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [961] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [964] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [967] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [970] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [973] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
 [976] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
 [979] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [982] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [985] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [988] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [991] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
 [994] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
 [997] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1000] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1003] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1006] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1009] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1012] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1015] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1018] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1021] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1024] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1027] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1030] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1033] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1036] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1039] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1042] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1045] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1048] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1051] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1054] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1057] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1060] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1063] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1066] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1069] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1072] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1075] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1078] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1081] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1084] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1087] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1090] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1093] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1096] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1099] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1102] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1105] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1108] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1111] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1114] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1117] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1120] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1123] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1126] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1129] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1132] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1135] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1138] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1141] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1144] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1147] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1150] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1153] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1156] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1159] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1162] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1165] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1168] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1171] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1174] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1177] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1180] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1183] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1186] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1189] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1192] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1195] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1198] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1201] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1204] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1207] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1210] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1213] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1216] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1219] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1222] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1225] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1228] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1231] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1234] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1237] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1240] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1243] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1246] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1249] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1252] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1255] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1258] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1261] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1264] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1267] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1270] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1273] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1276] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1279] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1282] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1285] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1288] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1291] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1294] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1297] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1300] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1303] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1306] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1309] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1312] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1315] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1318] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1321] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1324] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1327] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1330] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1333] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1336] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1339] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1342] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1345] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1348] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1351] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1354] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1357] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
[1360] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1363] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1366] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1369] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1372] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1375] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[1378] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1381] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1384] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1387] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1390] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1393] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1396] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1399] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1402] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1405] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1408] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1411] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1414] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1417] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1420] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1423] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1426] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1429] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1432] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1435] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1438] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1441] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1444] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1447] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1450] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1453] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1456] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1459] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1462] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1465] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1468] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1471] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1474] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1477] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1480] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1483] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1486] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1489] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1492] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1495] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1498] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1501] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1504] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1507] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1510] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1513] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1516] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1519] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1522] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1525] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1528] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1531] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1534] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1537] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1540] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1543] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1546] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1549] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1552] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1555] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1558] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1561] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1564] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[1567] "Redfish_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1570] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1573] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1576] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1579] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1582] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1585] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1588] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1591] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1594] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1597] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1600] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1603] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1606] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1609] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[1612] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1615] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1618] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1621] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1624] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1627] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1630] "Redfish_Bay"        "Corpus_Christi_Bay" "Aransas_Bay"       
[1633] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[1636] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[1639] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1642] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1645] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1648] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1651] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1654] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1657] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1660] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1663] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1666] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1669] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1672] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1675] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1678] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1681] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1684] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1687] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1690] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1693] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1696] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1699] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1702] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1705] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1708] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1711] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1714] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1717] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1720] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1723] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1726] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1729] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1732] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1735] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1738] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1741] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1744] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1747] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1750] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1753] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1756] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1759] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1762] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1765] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1768] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1771] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1774] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[1777] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1780] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1783] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1786] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1789] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1792] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1795] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1798] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1801] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1804] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1807] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1810] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1813] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1816] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1819] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1822] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1825] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1828] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1831] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1834] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1837] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1840] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1843] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1846] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1849] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1852] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1855] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1858] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1861] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1864] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1867] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1870] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1873] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1876] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[1879] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1882] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1885] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1888] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1891] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1894] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[1897] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1900] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1903] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1906] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1909] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1912] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1915] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1918] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1921] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1924] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[1927] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1930] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1933] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1936] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1939] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[1942] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1945] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1948] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1951] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1954] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1957] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[1960] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1963] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1966] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1969] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[1972] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[1975] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1978] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1981] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1984] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1987] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1990] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1993] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1996] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[1999] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2002] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2005] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2008] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2011] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2014] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2017] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2020] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2023] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2026] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2029] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2032] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[2035] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2038] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2041] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2044] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2047] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2050] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2053] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2056] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2059] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2062] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2065] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
[2068] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2071] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[2074] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2077] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2080] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2083] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2086] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2089] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2092] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2095] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2098] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2101] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2104] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2107] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2110] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2113] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2116] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2119] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
[2122] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2125] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2128] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2131] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[2134] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2137] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2140] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
[2143] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2146] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2149] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2152] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
[2155] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2158] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2161] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2164] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2167] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2170] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2173] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2176] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2179] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2182] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2185] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
[2188] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2191] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2194] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2197] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2200] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2203] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2206] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2209] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2212] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2215] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2218] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2221] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2224] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2227] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[2230] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2233] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2236] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2239] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2242] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2245] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2248] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2251] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2254] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2257] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2260] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2263] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2266] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2269] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2272] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2275] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2278] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
[2281] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2284] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2287] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2290] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2293] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
[2296] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2299] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2302] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2305] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2308] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
[2311] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
[2314] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
[2317] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
[2320] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
[2323] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    Give it a whirl

    Create a vector of all the species in the data set called species.

    If you call the vector by typing its name (species) in the console you will notice that it repeats the species names.

    Give it a whirl

    Execute the following code chunk and describe what this function does:

    unique(species)

    Using indices might seem a little bit clunky, e.g. you have to know which column and row is which by position but it has its practical applications and is computationally very fast. For most of our data wrangling we will be using functions from the tidyverse packages dplyr and tidyr which work a little bit more intuitively.

    6.4 Write data.frame to file

    Frequently, we will process raw data sets and then need to write intermediate or final results to file, for example to share them with collaborators. Here, the readr packages comes in handy.

    Give it a whirl

    Create a subset of our data set consisting of the first 100 rows and containing information on the species, sex and fork length. Then use the help page for the function write_delim() to figure out how to write out a tab-delimited file into your data folder.